An Enhanced Particle Swarm Optimization (PSO) Algorithm Employing Quasi-Random Numbers.
Shiva Kumar KannanUrmila M. DiwekarPublished in: Algorithms (2024)
Keyphrases
- pso algorithm
- particle swarm optimization
- random numbers
- uniformly distributed
- random number
- pseudo random number
- particle swarm optimization pso
- particle swarm optimization algorithm
- random number generators
- global optimization
- particle swarm
- test functions
- multi objective
- pseudorandom
- swarm intelligence
- premature convergence
- convergence speed
- inertia weight
- differential evolution
- hybrid algorithm
- variance reduction
- particle swarm optimizer
- particle swarm optimisation
- markov chain
- faster convergence
- global optimization problems
- global search
- ant colony optimization
- metaheuristic
- adaptive particle swarm optimization
- standard pso
- hybrid pso
- genetic algorithm
- search capabilities
- population diversity
- uniform distribution
- evolution strategy
- model selection